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Second generation swimming feedback device using a wearable data processing system based on underwater visible light communications

机译:使用基于水下可见光通信的可穿戴数据处理系统的第二代游泳反馈设备

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摘要

Swimmers performance evaluation is important for the swimmers, their coaches and trainers. Most systems depend on visual, video processing or sensors and require post processing to obtain the swim data. Stroke rate, stroke length and swim velocity data are useful parameters for a swimmer during a swim. Swimmers can then adjust their swim to achieve optimal performance. A wearable data processing system was designed, implemented and tested using visible light communication. A wrist-mounted accelerometer with a communications link to a receiver located on the goggles allows visual information to be given to the athlete. This helps swimmers to swim with consistent pace based on a multi-coloured display. The data processing system was based on a circular buffer to read real time acceleration data. The maximum acceleration and the position of the maximum acceleration during one stroke are determined in firmware. The time difference between strokes is transmitted to the goggles. An algorithm at the receiver uses the data to switch on the LED colour so that the swimmer reacts according to previous instructions. The second generation system (size 35 x 35 mm, cost $19.89AU) was designed and implemented. The system was tested with different swim speeds (slow and fast) and different strokes (free style, back stroke, breast stroke and butterfly) to validate the system. These experiments were used to optimise the system and verify that the complete system is viable under different conditions, styles and swimmers.
机译:游泳者的成绩评估对于游泳者,他们的教练和教练而言是重要的。大多数系统依赖于视觉,视频处理或传感器,并且需要后处理以获得游泳数据。冲程率,冲程长度和游泳速度数据是游泳者在游泳过程中有用的参数。然后,游泳者可以调整游泳以达到最佳性能。使用可见光通信设计,实施和测试了可穿戴数据处理系统。腕上安装的加速度计具有与位于护目镜上的接收器的通信链接,可将视觉信息提供给运动员。这有助于游泳者根据多色显示屏以一致的速度游泳。数据处理系统基于循环缓冲区以读取实时加速度数据。一冲程中的最大加速度和最大加速度的位置由固件确定。笔划之间的时间差被传输到护目镜。接收器处的算法使用该数据来打开LED颜色,以便游泳者根据之前的指令做出反应。设计并实施了第二代系统(尺寸为35 x 35毫米,成本为$ 19.89AU)。该系统在不同的游泳速度(慢速和快速)和不同的冲程(自由泳,仰泳,蛙泳和蝶泳)下进行了测试,以验证系统。这些实验用于优化系统,并验证整个系统在不同条件,风格和游泳者中是否可行。

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